Truncated Moment Problem for Dirac Mixture Densities with Entropy Regularization

Abstract

We assume that a finite set of moments of a random vector is given. Its underlying density is unknown. An algorithm is proposed for efficiently calculating Dirac mixture densities maintaining these moments while providing a homogeneous coverage of the state space.Comment: 18 pages, 6 figure